Bayesian Statistics


See our related papers/preprints:

  • oa_badge Blackwell, S. E., Woud, M., Margraf, J., & Schönbrodt, F. D. (2019). Introducing the leapfrog design: A simple Bayesian adaptive rolling trial design for accelerated treatment development and optimization. Clinical Psychological Science, 7, 1207–1221. doi:10.1177/2167702619858071
  • oa_badge materials_small_color Stefan, A. M., Gronau, Q. F., Schönbrodt, F. D., & Wagenmakers, E. J. (2019). A tutorial on Bayes Factor Design Analysis with informed priors. Behavior Research Methods. doi:10.3758/s13428-018-01189-8.
  • oa_badge Benjamin, D. J., Berger, J. O., Johannesson, M., Nosek, B. A., Wagenmakers, E.-J., Berk, R., … Schönbrodt, F.D., …, & Johnson, V. E. (2018). Redefine statistical significance. Nature Human Behaviour, 2, 6–10. doi:10.1038/s41562-017-0189-z
  • oa_badge materials_small_color Schönbrodt, F. D. & Wagenmakers, E.-J. (2018). Bayes Factor Design Analysis: Planning for compelling evidence. Psychonomic Bulletin & Review, 25, 128-142. doi:10.3758/s13423-017-1230-y
  • oa_badge materials_small_color Schönbrodt, F. D., Wagenmakers, E.-J., Zehetleitner, M., & Perugini, M. (2017). Sequential hypothesis testing with Bayes factors: Efficiently testing mean differences. Psychological Methods, 22, 322–339. doi:10.1037/met0000061 [OSF project with reproducible code, workshop slides, presentation slides]
  • oa_badge data_small_color materials_small_color Marsman, M., Schönbrodt, F. D., Morey, R. D., Yao, Y., Gelman, A., & Wagenmakers, E.-J. (2017). A Bayesian bird’s eye view of ’Replications of important results in social psychology’. Royal Society Open Science, 4, 160426. doi:10.1098/rsos.160426 [PDF, 850 KB][Website]

Some blog post about Bayesian statistics: